Back to Search
Start Over
Content pollution quantification in large P2P networks : A measurement study on KAD
- Source :
- Peer-to-Peer Computing, P2P 2011-11th IEEE International Conference on Peer-to-Peer Computing, P2P 2011-11th IEEE International Conference on Peer-to-Peer Computing, IEEE Communications Society, Aug 2011, Kyoto, Japan. pp.30-33, ⟨10.1109/P2P.2011.6038658⟩, 2011 IEEE International Conference on Peer-to-Peer Computing (P2P), 2011 IEEE International Conference on Peer-to-Peer Computing (P2P), Aug 2011, Kyoto, France. pp.30-33, ⟨10.1109/P2P.2011.6038658⟩
- Publication Year :
- 2011
- Publisher :
- IEEE, 2011.
-
Abstract
- International audience; Content pollution is one of the major issues affecting P2P file sharing networks. However, since early studies on FastTrack and Overnet, no recent investigation has reported its impact on current P2P networks. In this paper, we present a method and the supporting architecture to quantify the pollution of contents in the KAD network. We first collect information on many popular files shared in this network. Then, we propose a new way to detect content pollution by analyzing all filenames linked to a content with a metric based on the Tversky index and which gives very low error rates. By analyzing a large number of popular files, we show that 2/3 of the contents are polluted, one part by index poisoning but the majority by a new, more dangerous, form of pollution that we call index falsification.
- Subjects :
- Pollution
KAD
pollution detection
Index (economics)
Database
Computer science
media_common.quotation_subject
020206 networking & telecommunications
02 engineering and technology
computer.software_genre
[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]
File sharing
Measurement study
Content (measure theory)
0202 electrical engineering, electronic engineering, information engineering
Peer to peer computing
[INFO]Computer Science [cs]
020201 artificial intelligence & image processing
Tversky index
Metric (unit)
pollution of contents
computer
ComputingMilieux_MISCELLANEOUS
media_common
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2011 IEEE International Conference on Peer-to-Peer Computing
- Accession number :
- edsair.doi.dedup.....12a692879b2871b54bdba57fb2f60cf6